Optimization for Machine Learning (Neural Information Processing series)

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.The interplay between optimization and machine learning is one of the most important developments in modern computational science.Optimization approaches have enjoyed prominence in machine learning because of their wide applicability and attractive theoretical properties.